Statistical Emulation of Chaotic Systems on Kolmogorov Flow single-traj Clean (sigma = 0.0)
0.178L1 Histogram DistanceSinkhorn (2D-Conv) (ours)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Sinkhorn (2D-Conv) (ours)Architecture=2D-Conv, Dimension (d)=32026.04 | 0.178 | 0.129 | 0.221 | |
| WGAN (2D-Conv) (ours)Architecture=2D-Conv, Dimension (d)=32026.04 | 0.19 | 0.139 | 0.225 | |
| Fixed OTDimension (d)=32026.04 | 0.239 | 0.193 | 0.203 | |
| No OT (baseline)Dimension (d)=32026.04 | 0.266 | 0.205 | 0.202 |